Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 18316 |
| Missing cells | 136848 |
| Missing cells (%) | 18.7% |
| Duplicate rows | 1568 |
| Duplicate rows (%) | 8.6% |
| Total size in memory | 5.6 MiB |
| Average record size in memory | 320.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Text | 6 |
| Categorical | 13 |
| DateTime | 7 |
| Unsupported | 1 |
type_of_assessment has constant value "" | Constant |
v_type_of_assessment has constant value "" | Constant |
| Dataset has 1568 (8.6%) duplicate rows | Duplicates |
c_charge_degree is highly imbalanced (53.6%) | Imbalance |
is_violent_recid is highly imbalanced (62.3%) | Imbalance |
event is highly imbalanced (73.6%) | Imbalance |
id has 7315 (39.9%) missing values | Missing |
days_b_screening_arrest has 1297 (7.1%) missing values | Missing |
c_jail_in has 1297 (7.1%) missing values | Missing |
c_jail_out has 1297 (7.1%) missing values | Missing |
c_days_from_compas has 867 (4.7%) missing values | Missing |
c_charge_degree has 867 (4.7%) missing values | Missing |
c_charge_desc has 881 (4.8%) missing values | Missing |
r_charge_degree has 9899 (54.0%) missing values | Missing |
r_days_from_arrest has 11957 (65.3%) missing values | Missing |
r_offense_date has 9899 (54.0%) missing values | Missing |
r_charge_desc has 10039 (54.8%) missing values | Missing |
r_jail_in has 11957 (65.3%) missing values | Missing |
violent_recid has 18316 (100.0%) missing values | Missing |
vr_charge_degree has 16977 (92.7%) missing values | Missing |
vr_offense_date has 16977 (92.7%) missing values | Missing |
vr_charge_desc has 16977 (92.7%) missing values | Missing |
id is uniformly distributed | Uniform |
violent_recid is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
juv_fel_count has 17466 (95.4%) zeros | Zeros |
juv_misd_count has 17206 (93.9%) zeros | Zeros |
juv_other_count has 16804 (91.7%) zeros | Zeros |
priors_count has 5175 (28.3%) zeros | Zeros |
days_b_screening_arrest has 3107 (17.0%) zeros | Zeros |
c_days_from_compas has 2087 (11.4%) zeros | Zeros |
r_days_from_arrest has 4620 (25.2%) zeros | Zeros |
priors_count.1 has 5175 (28.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-09 21:42:52.216679 |
|---|---|
| Analysis finished | 2024-01-09 21:43:16.919738 |
| Duration | 24.7 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
id
Real number (ℝ)
MISSING  UNIFORM 
| Distinct | 11001 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 7315 |
| Missing (%) | 39.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5501 |
| Minimum | 1 |
|---|---|
| Maximum | 11001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 551 |
| Q1 | 2751 |
| median | 5501 |
| Q3 | 8251 |
| 95-th percentile | 10451 |
| Maximum | 11001 |
| Range | 11000 |
| Interquartile range (IQR) | 5500 |
Descriptive statistics
| Standard deviation | 3175.8595 |
|---|---|
| Coefficient of variation (CV) | 0.57732403 |
| Kurtosis | -1.2 |
| Mean | 5501 |
| Median Absolute Deviation (MAD) | 2750 |
| Skewness | 0 |
| Sum | 60516501 |
| Variance | 10086084 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 7338 | 1 | < 0.1% |
| 7330 | 1 | < 0.1% |
| 7331 | 1 | < 0.1% |
| 7332 | 1 | < 0.1% |
| 7333 | 1 | < 0.1% |
| 7334 | 1 | < 0.1% |
| 7335 | 1 | < 0.1% |
| 7336 | 1 | < 0.1% |
| 7337 | 1 | < 0.1% |
| 7339 | 1 | < 0.1% |
| Other values (10991) | 10991 | |
| (Missing) | 7315 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 11001 | 1 | |
| 11000 | 1 | |
| 10999 | 1 | |
| 10998 | 1 | |
| 10997 | 1 | |
| 10996 | 1 | |
| 10995 | 1 | |
| 10994 | 1 | |
| 10993 | 1 | |
| 10992 | 1 |
name
Text
| Distinct | 10855 |
|---|---|
| Distinct (%) | 59.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 27 |
| Mean length | 13.69109 |
| Min length | 6 |
Characters and Unicode
| Total characters | 250766 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6731 ? |
|---|---|
| Unique (%) | 36.7% |
Sample
| 1st row | miguel hernandez |
|---|---|
| 2nd row | miguel hernandez |
| 3rd row | michael ryan |
| 4th row | kevon dixon |
| 5th row | ed philo |
| Value | Count | Frequency (%) |
| michael | 422 | 1.2% |
| joseph | 249 | 0.7% |
| christopher | 245 | 0.7% |
| williams | 240 | 0.7% |
| anthony | 239 | 0.7% |
| james | 233 | 0.6% |
| johnson | 228 | 0.6% |
| john | 218 | 0.6% |
| smith | 209 | 0.6% |
| robert | 205 | 0.6% |
| Other values (9066) | 34179 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 25231 | 10.1% |
| e | 24781 | 9.9% |
| r | 20275 | 8.1% |
| n | 19404 | 7.7% |
| 18351 | 7.3% | |
| i | 16192 | 6.5% |
| o | 16001 | 6.4% |
| l | 14402 | 5.7% |
| s | 13459 | 5.4% |
| t | 10260 | 4.1% |
| Other values (22) | 72410 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 232239 | |
| Space Separator | 18351 | 7.3% |
| Dash Punctuation | 169 | 0.1% |
| Other Punctuation | 6 | < 0.1% |
| Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 25231 | 10.9% |
| e | 24781 | 10.7% |
| r | 20275 | 8.7% |
| n | 19404 | 8.4% |
| i | 16192 | 7.0% |
| o | 16001 | 6.9% |
| l | 14402 | 6.2% |
| s | 13459 | 5.8% |
| t | 10260 | 4.4% |
| h | 8476 | 3.6% |
| Other values (16) | 63758 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 | |
| ' | 2 | |
| , | 1 | 16.7% |
Space Separator
| Value | Count | Frequency (%) |
| 18351 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 169 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 232239 | |
| Common | 18527 | 7.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 25231 | 10.9% |
| e | 24781 | 10.7% |
| r | 20275 | 8.7% |
| n | 19404 | 8.4% |
| i | 16192 | 7.0% |
| o | 16001 | 6.9% |
| l | 14402 | 6.2% |
| s | 13459 | 5.8% |
| t | 10260 | 4.4% |
| h | 8476 | 3.6% |
| Other values (16) | 63758 |
Common
| Value | Count | Frequency (%) |
| 18351 | ||
| - | 169 | 0.9% |
| . | 3 | < 0.1% |
| ' | 2 | < 0.1% |
| ` | 1 | < 0.1% |
| , | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 25231 | 10.1% |
| e | 24781 | 9.9% |
| r | 20275 | 8.1% |
| n | 19404 | 7.7% |
| 18351 | 7.3% | |
| i | 16192 | 6.5% |
| o | 16001 | 6.4% |
| l | 14402 | 5.7% |
| s | 13459 | 5.4% |
| t | 10260 | 4.1% |
| Other values (22) | 72410 |
first
Text
| Distinct | 3876 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 6.1700699 |
| Min length | 2 |
Characters and Unicode
| Total characters | 113011 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1911 ? |
|---|---|
| Unique (%) | 10.4% |
Sample
| 1st row | miguel |
|---|---|
| 2nd row | miguel |
| 3rd row | michael |
| 4th row | kevon |
| 5th row | ed |
| Value | Count | Frequency (%) |
| michael | 421 | 2.3% |
| christopher | 245 | 1.3% |
| anthony | 233 | 1.3% |
| james | 211 | 1.2% |
| john | 209 | 1.1% |
| robert | 202 | 1.1% |
| david | 198 | 1.1% |
| daniel | 167 | 0.9% |
| joseph | 156 | 0.9% |
| jason | 136 | 0.7% |
| Other values (3867) | 16140 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13886 | |
| e | 12602 | |
| n | 10065 | 8.9% |
| r | 9930 | 8.8% |
| i | 8430 | 7.5% |
| o | 6688 | 5.9% |
| l | 6504 | 5.8% |
| s | 5259 | 4.7% |
| t | 5031 | 4.5% |
| h | 4690 | 4.2% |
| Other values (21) | 29926 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 112992 | |
| Dash Punctuation | 13 | < 0.1% |
| Other Punctuation | 3 | < 0.1% |
| Space Separator | 2 | < 0.1% |
| Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13886 | |
| e | 12602 | |
| n | 10065 | 8.9% |
| r | 9930 | 8.8% |
| i | 8430 | 7.5% |
| o | 6688 | 5.9% |
| l | 6504 | 5.8% |
| s | 5259 | 4.7% |
| t | 5031 | 4.5% |
| h | 4690 | 4.2% |
| Other values (16) | 29907 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 2 | |
| . | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 13 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 112992 | |
| Common | 19 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13886 | |
| e | 12602 | |
| n | 10065 | 8.9% |
| r | 9930 | 8.8% |
| i | 8430 | 7.5% |
| o | 6688 | 5.9% |
| l | 6504 | 5.8% |
| s | 5259 | 4.7% |
| t | 5031 | 4.5% |
| h | 4690 | 4.2% |
| Other values (16) | 29907 |
Common
| Value | Count | Frequency (%) |
| - | 13 | |
| ' | 2 | 10.5% |
| 2 | 10.5% | |
| ` | 1 | 5.3% |
| . | 1 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113011 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 13886 | |
| e | 12602 | |
| n | 10065 | 8.9% |
| r | 9930 | 8.8% |
| i | 8430 | 7.5% |
| o | 6688 | 5.9% |
| l | 6504 | 5.8% |
| s | 5259 | 4.7% |
| t | 5031 | 4.5% |
| h | 4690 | 4.2% |
| Other values (21) | 29926 |
last
Text
| Distinct | 5635 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 18 |
| Mean length | 6.5210199 |
| Min length | 1 |
Characters and Unicode
| Total characters | 119439 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2910 ? |
|---|---|
| Unique (%) | 15.9% |
Sample
| 1st row | hernandez |
|---|---|
| 2nd row | hernandez |
| 3rd row | ryan |
| 4th row | dixon |
| 5th row | philo |
| Value | Count | Frequency (%) |
| williams | 239 | 1.3% |
| johnson | 224 | 1.2% |
| smith | 209 | 1.1% |
| brown | 205 | 1.1% |
| jones | 169 | 0.9% |
| jackson | 120 | 0.7% |
| davis | 115 | 0.6% |
| wilson | 94 | 0.5% |
| joseph | 93 | 0.5% |
| robinson | 86 | 0.5% |
| Other values (5622) | 16795 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12176 | 10.2% |
| a | 11345 | 9.5% |
| r | 10342 | 8.7% |
| n | 9339 | 7.8% |
| o | 9313 | 7.8% |
| s | 8200 | 6.9% |
| l | 7898 | 6.6% |
| i | 7762 | 6.5% |
| t | 5226 | 4.4% |
| m | 4360 | 3.7% |
| Other values (24) | 33478 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 119235 | |
| Dash Punctuation | 156 | 0.1% |
| Space Separator | 33 | < 0.1% |
| Uppercase Letter | 12 | < 0.1% |
| Other Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12176 | 10.2% |
| a | 11345 | 9.5% |
| r | 10342 | 8.7% |
| n | 9339 | 7.8% |
| o | 9313 | 7.8% |
| s | 8200 | 6.9% |
| l | 7898 | 6.6% |
| i | 7762 | 6.5% |
| t | 5226 | 4.4% |
| m | 4360 | 3.7% |
| Other values (16) | 33274 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3 | |
| R | 3 | |
| U | 3 | |
| E | 3 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| , | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 156 |
Space Separator
| Value | Count | Frequency (%) |
| 33 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119247 | |
| Common | 192 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12176 | 10.2% |
| a | 11345 | 9.5% |
| r | 10342 | 8.7% |
| n | 9339 | 7.8% |
| o | 9313 | 7.8% |
| s | 8200 | 6.9% |
| l | 7898 | 6.6% |
| i | 7762 | 6.5% |
| t | 5226 | 4.4% |
| m | 4360 | 3.7% |
| Other values (20) | 33286 |
Common
| Value | Count | Frequency (%) |
| - | 156 | |
| 33 | 17.2% | |
| . | 2 | 1.0% |
| , | 1 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119439 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12176 | 10.2% |
| a | 11345 | 9.5% |
| r | 10342 | 8.7% |
| n | 9339 | 7.8% |
| o | 9313 | 7.8% |
| s | 8200 | 6.9% |
| l | 7898 | 6.6% |
| i | 7762 | 6.5% |
| t | 5226 | 4.4% |
| m | 4360 | 3.7% |
| Other values (24) | 33478 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.3694038 |
| Min length | 4 |
Characters and Unicode
| Total characters | 80030 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 14933 | |
| Female | 3383 | 18.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 14933 | |
| female | 3383 | 18.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21699 | |
| a | 18316 | |
| l | 18316 | |
| M | 14933 | |
| F | 3383 | 4.2% |
| m | 3383 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61714 | |
| Uppercase Letter | 18316 | 22.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 21699 | |
| a | 18316 | |
| l | 18316 | |
| m | 3383 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 14933 | |
| F | 3383 | 18.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 80030 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 21699 | |
| a | 18316 | |
| l | 18316 | |
| M | 14933 | |
| F | 3383 | 4.2% |
| m | 3383 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80030 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 21699 | |
| a | 18316 | |
| l | 18316 | |
| M | 14933 | |
| F | 3383 | 4.2% |
| m | 3383 | 4.2% |
dob
Date
| Distinct | 7485 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| Minimum | 1919-10-14 00:00:00 |
|---|---|
| Maximum | 1998-03-29 00:00:00 |
age
Real number (ℝ)
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.019273 |
| Minimum | 18 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 25 |
| median | 31 |
| Q3 | 41 |
| 95-th percentile | 57 |
| Maximum | 96 |
| Range | 78 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.667811 |
|---|---|
| Coefficient of variation (CV) | 0.34297651 |
| Kurtosis | 0.22721798 |
| Mean | 34.019273 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.96321103 |
| Sum | 623097 |
| Variance | 136.13782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 915 | 5.0% |
| 26 | 911 | 5.0% |
| 24 | 911 | 5.0% |
| 21 | 900 | 4.9% |
| 25 | 890 | 4.9% |
| 27 | 853 | 4.7% |
| 23 | 837 | 4.6% |
| 29 | 728 | 4.0% |
| 30 | 723 | 3.9% |
| 28 | 703 | 3.8% |
| Other values (55) | 9945 |
| Value | Count | Frequency (%) |
| 18 | 14 | 0.1% |
| 19 | 118 | 0.6% |
| 20 | 588 | |
| 21 | 900 | |
| 22 | 915 | |
| 23 | 837 | |
| 24 | 911 | |
| 25 | 890 | |
| 26 | 911 | |
| 27 | 853 |
| Value | Count | Frequency (%) |
| 96 | 2 | < 0.1% |
| 83 | 2 | < 0.1% |
| 80 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 78 | 2 | < 0.1% |
| 77 | 8 | |
| 76 | 5 | |
| 75 | 9 | |
| 74 | 5 | |
| 73 | 4 |
age_cat
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| 25 - 45 | |
|---|---|
| Less than 25 | |
| Greater than 45 |
Length
| Max length | 15 |
|---|---|
| Median length | 7 |
| Mean length | 9.7682354 |
| Min length | 7 |
Characters and Unicode
| Total characters | 178915 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Greater than 45 |
|---|---|
| 2nd row | Greater than 45 |
| 3rd row | 25 - 45 |
| 4th row | 25 - 45 |
| 5th row | Less than 25 |
Common Values
| Value | Count | Frequency (%) |
| 25 - 45 | 10372 | |
| Less than 25 | 4283 | |
| Greater than 45 | 3661 | 20.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 25 | 14655 | |
| 45 | 14033 | |
| 10372 | ||
| than | 7944 | |
| less | 4283 | 7.8% |
| greater | 3661 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 36632 | ||
| 5 | 28688 | |
| 2 | 14655 | |
| 4 | 14033 | 7.8% |
| e | 11605 | 6.5% |
| t | 11605 | 6.5% |
| a | 11605 | 6.5% |
| - | 10372 | 5.8% |
| s | 8566 | 4.8% |
| h | 7944 | 4.4% |
| Other values (4) | 23210 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 66591 | |
| Decimal Number | 57376 | |
| Space Separator | 36632 | |
| Dash Punctuation | 10372 | 5.8% |
| Uppercase Letter | 7944 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11605 | |
| t | 11605 | |
| a | 11605 | |
| s | 8566 | |
| h | 7944 | |
| n | 7944 | |
| r | 7322 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 28688 | |
| 2 | 14655 | |
| 4 | 14033 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 4283 | |
| G | 3661 |
Space Separator
| Value | Count | Frequency (%) |
| 36632 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 104380 | |
| Latin | 74535 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11605 | |
| t | 11605 | |
| a | 11605 | |
| s | 8566 | |
| h | 7944 | |
| n | 7944 | |
| r | 7322 | |
| L | 4283 | 5.7% |
| G | 3661 | 4.9% |
Common
| Value | Count | Frequency (%) |
| 36632 | ||
| 5 | 28688 | |
| 2 | 14655 | |
| 4 | 14033 | 13.4% |
| - | 10372 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 178915 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 36632 | ||
| 5 | 28688 | |
| 2 | 14655 | |
| 4 | 14033 | 7.8% |
| e | 11605 | 6.5% |
| t | 11605 | 6.5% |
| a | 11605 | 6.5% |
| - | 10372 | 5.8% |
| s | 8566 | 4.8% |
| h | 7944 | 4.4% |
| Other values (4) | 23210 |
race
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| African-American | |
|---|---|
| Caucasian | |
| Hispanic | |
| Other | 860 |
| Asian | 71 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 12.478052 |
| Min length | 5 |
Characters and Unicode
| Total characters | 228548 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | Caucasian |
| 4th row | African-American |
| 5th row | African-American |
Common Values
| Value | Count | Frequency (%) |
| African-American | 9791 | |
| Caucasian | 6086 | |
| Hispanic | 1451 | 7.9% |
| Other | 860 | 4.7% |
| Asian | 71 | 0.4% |
| Native American | 57 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| african-american | 9791 | |
| caucasian | 6086 | |
| hispanic | 1451 | 7.9% |
| other | 860 | 4.7% |
| asian | 71 | 0.4% |
| native | 57 | 0.3% |
| american | 57 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 39476 | |
| i | 28755 | |
| n | 27247 | |
| c | 27176 | |
| r | 20499 | |
| A | 19710 | |
| e | 10765 | 4.7% |
| m | 9848 | 4.3% |
| - | 9791 | 4.3% |
| f | 9791 | 4.3% |
| Other values (11) | 25490 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 190536 | |
| Uppercase Letter | 28164 | 12.3% |
| Dash Punctuation | 9791 | 4.3% |
| Space Separator | 57 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 39476 | |
| i | 28755 | |
| n | 27247 | |
| c | 27176 | |
| r | 20499 | |
| e | 10765 | 5.6% |
| m | 9848 | 5.2% |
| f | 9791 | 5.1% |
| s | 7608 | 4.0% |
| u | 6086 | 3.2% |
| Other values (4) | 3285 | 1.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 19710 | |
| C | 6086 | 21.6% |
| H | 1451 | 5.2% |
| O | 860 | 3.1% |
| N | 57 | 0.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9791 |
Space Separator
| Value | Count | Frequency (%) |
| 57 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 218700 | |
| Common | 9848 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 39476 | |
| i | 28755 | |
| n | 27247 | |
| c | 27176 | |
| r | 20499 | |
| A | 19710 | |
| e | 10765 | 4.9% |
| m | 9848 | 4.5% |
| f | 9791 | 4.5% |
| s | 7608 | 3.5% |
| Other values (9) | 17825 |
Common
| Value | Count | Frequency (%) |
| - | 9791 | |
| 57 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 228548 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 39476 | |
| i | 28755 | |
| n | 27247 | |
| c | 27176 | |
| r | 20499 | |
| A | 19710 | |
| e | 10765 | 4.7% |
| m | 9848 | 4.3% |
| - | 9791 | 4.3% |
| f | 9791 | 4.3% |
| Other values (11) | 25490 |
juv_fel_count
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07687268 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 17466 |
| Zeros (%) | 95.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.46427157 |
|---|---|
| Coefficient of variation (CV) | 6.0394873 |
| Kurtosis | 322.92162 |
| Mean | 0.07687268 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.274474 |
| Sum | 1408 |
| Variance | 0.21554809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17466 | |
| 1 | 554 | 3.0% |
| 2 | 182 | 1.0% |
| 3 | 59 | 0.3% |
| 4 | 28 | 0.2% |
| 5 | 12 | 0.1% |
| 8 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 17466 | |
| 1 | 554 | 3.0% |
| 2 | 182 | 1.0% |
| 3 | 59 | 0.3% |
| 4 | 28 | 0.2% |
| 5 | 12 | 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 12 | 0.1% |
| 4 | 28 | 0.2% |
| 3 | 59 | 0.3% |
| 2 | 182 |
decile_score
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9970518 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23 |
| Negative (%) | 0.1% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.937569 |
|---|---|
| Coefficient of variation (CV) | 0.58786043 |
| Kurtosis | -1.2452923 |
| Mean | 4.9970518 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.15158307 |
| Sum | 91526 |
| Variance | 8.6293115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2923 | |
| 2 | 2031 | |
| 4 | 1830 | |
| 3 | 1813 | |
| 7 | 1720 | |
| 6 | 1713 | |
| 9 | 1670 | |
| 5 | 1649 | |
| 8 | 1614 | |
| 10 | 1330 |
| Value | Count | Frequency (%) |
| -1 | 23 | 0.1% |
| 1 | 2923 | |
| 2 | 2031 | |
| 3 | 1813 | |
| 4 | 1830 | |
| 5 | 1649 | |
| 6 | 1713 | |
| 7 | 1720 | |
| 8 | 1614 | |
| 9 | 1670 |
| Value | Count | Frequency (%) |
| 10 | 1330 | |
| 9 | 1670 | |
| 8 | 1614 | |
| 7 | 1720 | |
| 6 | 1713 | |
| 5 | 1649 | |
| 4 | 1830 | |
| 3 | 1813 | |
| 2 | 2031 | |
| 1 | 2923 |
juv_misd_count
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098438524 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 17206 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.51763946 |
|---|---|
| Coefficient of variation (CV) | 5.2585049 |
| Kurtosis | 163.91777 |
| Mean | 0.098438524 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.327475 |
| Sum | 1803 |
| Variance | 0.26795061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17206 | |
| 1 | 756 | 4.1% |
| 2 | 218 | 1.2% |
| 3 | 67 | 0.4% |
| 4 | 30 | 0.2% |
| 8 | 11 | 0.1% |
| 6 | 10 | 0.1% |
| 5 | 8 | < 0.1% |
| 12 | 4 | < 0.1% |
| 7 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 17206 | |
| 1 | 756 | 4.1% |
| 2 | 218 | 1.2% |
| 3 | 67 | 0.4% |
| 4 | 30 | 0.2% |
| 5 | 8 | < 0.1% |
| 6 | 10 | 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 11 | 0.1% |
| 12 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 2 | < 0.1% |
| 12 | 4 | < 0.1% |
| 8 | 11 | 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 10 | 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 30 | 0.2% |
| 3 | 67 | 0.4% |
| 2 | 218 | 1.2% |
| 1 | 756 |
juv_other_count
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12426294 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 16804 |
| Zeros (%) | 91.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.52453729 |
|---|---|
| Coefficient of variation (CV) | 4.2211885 |
| Kurtosis | 135.26682 |
| Mean | 0.12426294 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4596092 |
| Sum | 2276 |
| Variance | 0.27513937 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16804 | |
| 1 | 1063 | 5.8% |
| 2 | 288 | 1.6% |
| 3 | 93 | 0.5% |
| 4 | 42 | 0.2% |
| 5 | 10 | 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16804 | |
| 1 | 1063 | 5.8% |
| 2 | 288 | 1.6% |
| 3 | 93 | 0.5% |
| 4 | 42 | 0.2% |
| 5 | 10 | 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 7 | 5 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 10 | 0.1% |
| 4 | 42 | 0.2% |
| 3 | 93 | 0.5% |
| 2 | 288 |
priors_count
Real number (ℝ)
ZEROS 
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9131907 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 5175 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 15 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.2998641 |
|---|---|
| Coefficient of variation (CV) | 1.3543588 |
| Kurtosis | 5.9470361 |
| Mean | 3.9131907 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.2097383 |
| Sum | 71674 |
| Variance | 28.08856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5175 | |
| 1 | 3212 | |
| 2 | 2079 | |
| 3 | 1446 | 7.9% |
| 4 | 1014 | 5.5% |
| 5 | 897 | 4.9% |
| 6 | 654 | 3.6% |
| 7 | 607 | 3.3% |
| 8 | 509 | 2.8% |
| 9 | 456 | 2.5% |
| Other values (29) | 2267 |
| Value | Count | Frequency (%) |
| 0 | 5175 | |
| 1 | 3212 | |
| 2 | 2079 | |
| 3 | 1446 | 7.9% |
| 4 | 1014 | 5.5% |
| 5 | 897 | 4.9% |
| 6 | 654 | 3.6% |
| 7 | 607 | 3.3% |
| 8 | 509 | 2.8% |
| 9 | 456 | 2.5% |
| Value | Count | Frequency (%) |
| 43 | 2 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 6 | < 0.1% |
| 37 | 1 | < 0.1% |
| 36 | 5 | < 0.1% |
| 35 | 3 | < 0.1% |
| 33 | 11 | |
| 31 | 14 | |
| 30 | 10 | |
| 29 | 20 |
days_b_screening_arrest
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 534 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 1297 |
| Missing (%) | 7.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3024855 |
| Minimum | -597 |
|---|---|
| Maximum | 1057 |
| Zeros | 3107 |
| Zeros (%) | 17.0% |
| Negative | 12698 |
| Negative (%) | 69.3% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | -597 |
|---|---|
| 5-th percentile | -47 |
| Q1 | -1 |
| median | -1 |
| Q3 | 0 |
| 95-th percentile | 43 |
| Maximum | 1057 |
| Range | 1654 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 81.159881 |
|---|---|
| Coefficient of variation (CV) | 18.863488 |
| Kurtosis | 51.399708 |
| Mean | 4.3024855 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2102096 |
| Sum | 73224 |
| Variance | 6586.9264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 9676 | |
| 0 | 3107 | 17.0% |
| -2 | 365 | 2.0% |
| -3 | 194 | 1.1% |
| -4 | 145 | 0.8% |
| -5 | 67 | 0.4% |
| -22 | 66 | 0.4% |
| -6 | 65 | 0.4% |
| -23 | 63 | 0.3% |
| -8 | 60 | 0.3% |
| Other values (524) | 3211 | 17.5% |
| (Missing) | 1297 | 7.1% |
| Value | Count | Frequency (%) |
| -597 | 1 | |
| -578 | 1 | |
| -546 | 1 | |
| -544 | 1 | |
| -542 | 1 | |
| -529 | 1 | |
| -525 | 1 | |
| -520 | 1 | |
| -519 | 1 | |
| -499 | 2 |
| Value | Count | Frequency (%) |
| 1057 | 2 | |
| 1040 | 2 | |
| 1027 | 2 | |
| 1026 | 2 | |
| 1025 | 2 | |
| 1001 | 2 | |
| 982 | 2 | |
| 841 | 2 | |
| 812 | 2 | |
| 805 | 4 |
c_jail_in
Date
MISSING 
| Distinct | 9806 |
|---|---|
| Distinct (%) | 57.6% |
| Missing | 1297 |
| Missing (%) | 7.1% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-01 01:31:00 |
|---|---|
| Maximum | 2016-11-03 10:26:00 |
c_jail_out
Date
MISSING 
| Distinct | 8714 |
|---|---|
| Distinct (%) | 51.2% |
| Missing | 1297 |
| Missing (%) | 7.1% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-02 01:46:00 |
|---|---|
| Maximum | 2020-01-01 00:00:00 |
c_days_from_compas
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 657 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 867 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.694596 |
| Minimum | 0 |
|---|---|
| Maximum | 9485 |
| Zeros | 2087 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 230 |
| Maximum | 9485 |
| Range | 9485 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 317.99469 |
|---|---|
| Coefficient of variation (CV) | 5.5116894 |
| Kurtosis | 210.83583 |
| Mean | 57.694596 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.371435 |
| Sum | 1006713 |
| Variance | 101120.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 10641 | |
| 0 | 2087 | 11.4% |
| 2 | 521 | 2.8% |
| 3 | 205 | 1.1% |
| 4 | 177 | 1.0% |
| 5 | 109 | 0.6% |
| 23 | 77 | 0.4% |
| 6 | 74 | 0.4% |
| 7 | 68 | 0.4% |
| 22 | 65 | 0.4% |
| Other values (647) | 3425 | 18.7% |
| (Missing) | 867 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 2087 | 11.4% |
| 1 | 10641 | |
| 2 | 521 | 2.8% |
| 3 | 205 | 1.1% |
| 4 | 177 | 1.0% |
| 5 | 109 | 0.6% |
| 6 | 74 | 0.4% |
| 7 | 68 | 0.4% |
| 8 | 54 | 0.3% |
| 9 | 44 | 0.2% |
| Value | Count | Frequency (%) |
| 9485 | 1 | < 0.1% |
| 8023 | 1 | < 0.1% |
| 7604 | 1 | < 0.1% |
| 6594 | 1 | < 0.1% |
| 6323 | 3 | |
| 5935 | 1 | < 0.1% |
| 5806 | 1 | < 0.1% |
| 5519 | 1 | < 0.1% |
| 5450 | 2 | |
| 5185 | 1 | < 0.1% |
c_charge_degree
Categorical
IMBALANCE  MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 867 |
| Missing (%) | 4.7% |
| Memory size | 143.2 KiB |
| (F3) | |
|---|---|
| (M1) | |
| (F2) | |
| (M2) | |
| (F1) | 298 |
| Other values (9) | 390 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0100292 |
| Min length | 3 |
Characters and Unicode
| Total characters | 69971 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | (F3) |
|---|---|
| 2nd row | (F3) |
| 3rd row | (F3) |
| 4th row | (F3) |
| 5th row | (F3) |
Common Values
| Value | Count | Frequency (%) |
| (F3) | 10294 | |
| (M1) | 3681 | 20.1% |
| (F2) | 1503 | 8.2% |
| (M2) | 1283 | 7.0% |
| (F1) | 298 | 1.6% |
| (F7) | 184 | 1.0% |
| (MO3) | 154 | 0.8% |
| (NI0) | 15 | 0.1% |
| (F6) | 15 | 0.1% |
| (F5) | 13 | 0.1% |
| Other values (4) | 9 | < 0.1% |
| (Missing) | 867 | 4.7% |
Length
| Value | Count | Frequency (%) |
| f3 | 10294 | |
| m1 | 3681 | 21.1% |
| f2 | 1503 | 8.6% |
| m2 | 1283 | 7.4% |
| f1 | 298 | 1.7% |
| f7 | 184 | 1.1% |
| mo3 | 154 | 0.9% |
| ni0 | 15 | 0.1% |
| f6 | 15 | 0.1% |
| f5 | 13 | 0.1% |
| Other values (4) | 9 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| ( | 17449 | |
| ) | 17449 | |
| F | 12307 | |
| 3 | 10454 | |
| M | 5118 | 7.3% |
| 1 | 3979 | 5.7% |
| 2 | 2786 | 4.0% |
| 7 | 184 | 0.3% |
| O | 160 | 0.2% |
| N | 15 | < 0.1% |
| Other values (7) | 70 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 17627 | |
| Open Punctuation | 17449 | |
| Close Punctuation | 17449 | |
| Decimal Number | 17446 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 12307 | |
| M | 5118 | |
| O | 160 | 0.9% |
| N | 15 | 0.1% |
| I | 15 | 0.1% |
| C | 8 | < 0.1% |
| X | 2 | < 0.1% |
| T | 2 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 10454 | |
| 1 | 3979 | 22.8% |
| 2 | 2786 | 16.0% |
| 7 | 184 | 1.1% |
| 0 | 15 | 0.1% |
| 6 | 15 | 0.1% |
| 5 | 13 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 17449 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 17449 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 52344 | |
| Latin | 17627 | 25.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| ( | 17449 | |
| ) | 17449 | |
| 3 | 10454 | |
| 1 | 3979 | 7.6% |
| 2 | 2786 | 5.3% |
| 7 | 184 | 0.4% |
| 0 | 15 | < 0.1% |
| 6 | 15 | < 0.1% |
| 5 | 13 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| F | 12307 | |
| M | 5118 | |
| O | 160 | 0.9% |
| N | 15 | 0.1% |
| I | 15 | 0.1% |
| C | 8 | < 0.1% |
| X | 2 | < 0.1% |
| T | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69971 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ( | 17449 | |
| ) | 17449 | |
| F | 12307 | |
| 3 | 10454 | |
| M | 5118 | 7.3% |
| 1 | 3979 | 5.7% |
| 2 | 2786 | 4.0% |
| 7 | 184 | 0.3% |
| O | 160 | 0.2% |
| N | 15 | < 0.1% |
| Other values (7) | 70 | 0.1% |
c_charge_desc
Text
MISSING 
| Distinct | 513 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 881 |
| Missing (%) | 4.8% |
| Memory size | 143.2 KiB |
Length
| Max length | 52 |
|---|---|
| Median length | 40 |
| Mean length | 22.744135 |
| Min length | 5 |
Characters and Unicode
| Total characters | 396544 |
|---|---|
| Distinct characters | 72 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 134 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Aggravated Assault w/Firearm |
|---|---|
| 2nd row | Aggravated Assault w/Firearm |
| 3rd row | Felony Battery w/Prior Convict |
| 4th row | Possession of Cocaine |
| 5th row | Possession of Cocaine |
| Value | Count | Frequency (%) |
| no | 3258 | 5.4% |
| battery | 3122 | 5.1% |
| arrest | 3090 | 5.1% |
| charge | 3089 | 5.1% |
| case | 3085 | 5.1% |
| of | 2451 | 4.0% |
| possession | 2250 | 3.7% |
| theft | 1919 | 3.2% |
| cocaine | 1567 | 2.6% |
| grand | 1532 | 2.5% |
| Other values (765) | 35386 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 44924 | 11.3% |
| 43362 | 10.9% | |
| r | 29189 | 7.4% |
| a | 26375 | 6.7% |
| s | 25154 | 6.3% |
| n | 24777 | 6.2% |
| o | 22353 | 5.6% |
| t | 21819 | 5.5% |
| i | 18616 | 4.7% |
| c | 14813 | 3.7% |
| Other values (62) | 125162 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 299149 | |
| Uppercase Letter | 44545 | 11.2% |
| Space Separator | 43362 | 10.9% |
| Decimal Number | 3926 | 1.0% |
| Other Punctuation | 3809 | 1.0% |
| Close Punctuation | 598 | 0.2% |
| Open Punctuation | 598 | 0.2% |
| Currency Symbol | 233 | 0.1% |
| Math Symbol | 176 | < 0.1% |
| Dash Punctuation | 148 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 44924 | |
| r | 29189 | |
| a | 26375 | |
| s | 25154 | |
| n | 24777 | |
| o | 22353 | 7.5% |
| t | 21819 | 7.3% |
| i | 18616 | 6.2% |
| c | 14813 | 5.0% |
| g | 10429 | 3.5% |
| Other values (16) | 60700 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 5270 | |
| P | 5256 | |
| B | 4371 | 9.8% |
| C | 4017 | 9.0% |
| T | 2794 | 6.3% |
| W | 2357 | 5.3% |
| A | 2153 | 4.8% |
| I | 2115 | 4.7% |
| O | 2098 | 4.7% |
| L | 2006 | 4.5% |
| Other values (14) | 12108 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1520 | |
| 0 | 1028 | |
| 1 | 472 | 12.0% |
| 2 | 375 | 9.6% |
| 4 | 257 | 6.5% |
| 5 | 189 | 4.8% |
| 6 | 70 | 1.8% |
| 9 | 7 | 0.2% |
| 8 | 6 | 0.2% |
| 7 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 3442 | |
| , | 236 | 6.2% |
| . | 127 | 3.3% |
| # | 4 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 74 | |
| + | 64 | |
| > | 38 |
Space Separator
| Value | Count | Frequency (%) |
| 43362 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 598 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 598 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 233 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 148 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 343694 | |
| Common | 52850 | 13.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 44924 | |
| r | 29189 | 8.5% |
| a | 26375 | 7.7% |
| s | 25154 | 7.3% |
| n | 24777 | 7.2% |
| o | 22353 | 6.5% |
| t | 21819 | 6.3% |
| i | 18616 | 5.4% |
| c | 14813 | 4.3% |
| g | 10429 | 3.0% |
| Other values (40) | 105245 |
Common
| Value | Count | Frequency (%) |
| 43362 | ||
| / | 3442 | 6.5% |
| 3 | 1520 | 2.9% |
| 0 | 1028 | 1.9% |
| ) | 598 | 1.1% |
| ( | 598 | 1.1% |
| 1 | 472 | 0.9% |
| 2 | 375 | 0.7% |
| 4 | 257 | 0.5% |
| , | 236 | 0.4% |
| Other values (12) | 962 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 396544 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 44924 | 11.3% |
| 43362 | 10.9% | |
| r | 29189 | 7.4% |
| a | 26375 | 6.7% |
| s | 25154 | 6.3% |
| n | 24777 | 6.2% |
| o | 22353 | 5.6% |
| t | 21819 | 5.5% |
| i | 18616 | 4.7% |
| c | 14813 | 3.7% |
| Other values (62) | 125162 |
is_recid
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| 0 | |
|---|---|
| 1 | |
| -1 | 820 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0447696 |
| Min length | 1 |
Characters and Unicode
| Total characters | 19136 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | -1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 9079 | |
| 1 | 8417 | |
| -1 | 820 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9237 | |
| 0 | 9079 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9237 | |
| 0 | 9079 | |
| - | 820 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18316 | |
| Dash Punctuation | 820 | 4.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9237 | |
| 0 | 9079 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 19136 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9237 | |
| 0 | 9079 | |
| - | 820 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19136 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9237 | |
| 0 | 9079 | |
| - | 820 | 4.3% |
r_charge_degree
Categorical
MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 9899 |
| Missing (%) | 54.0% |
| Memory size | 143.2 KiB |
| (M1) | |
|---|---|
| (M2) | |
| (F3) | |
| (F2) | |
| (MO3) | 133 |
| Other values (5) | 125 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.0169894 |
| Min length | 4 |
Characters and Unicode
| Total characters | 33811 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | (F3) |
|---|---|
| 2nd row | (M1) |
| 3rd row | (M1) |
| 4th row | (M1) |
| 5th row | (M1) |
Common Values
| Value | Count | Frequency (%) |
| (M1) | 2922 | 16.0% |
| (M2) | 2590 | 14.1% |
| (F3) | 2315 | 12.6% |
| (F2) | 332 | 1.8% |
| (MO3) | 133 | 0.7% |
| (F1) | 103 | 0.6% |
| (CO3) | 10 | 0.1% |
| (F7) | 8 | < 0.1% |
| (F6) | 3 | < 0.1% |
| (F5) | 1 | < 0.1% |
| (Missing) | 9899 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m1 | 2922 | |
| m2 | 2590 | |
| f3 | 2315 | |
| f2 | 332 | 3.9% |
| mo3 | 133 | 1.6% |
| f1 | 103 | 1.2% |
| co3 | 10 | 0.1% |
| f7 | 8 | 0.1% |
| f6 | 3 | < 0.1% |
| f5 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| ( | 8417 | |
| ) | 8417 | |
| M | 5645 | |
| 1 | 3025 | 8.9% |
| 2 | 2922 | 8.6% |
| F | 2762 | 8.2% |
| 3 | 2458 | 7.3% |
| O | 143 | 0.4% |
| C | 10 | < 0.1% |
| 7 | 8 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 8560 | |
| Open Punctuation | 8417 | |
| Close Punctuation | 8417 | |
| Decimal Number | 8417 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3025 | |
| 2 | 2922 | |
| 3 | 2458 | |
| 7 | 8 | 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5645 | |
| F | 2762 | |
| O | 143 | 1.7% |
| C | 10 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 8417 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 8417 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25251 | |
| Latin | 8560 | 25.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| ( | 8417 | |
| ) | 8417 | |
| 1 | 3025 | 12.0% |
| 2 | 2922 | 11.6% |
| 3 | 2458 | 9.7% |
| 7 | 8 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| M | 5645 | |
| F | 2762 | |
| O | 143 | 1.7% |
| C | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ( | 8417 | |
| ) | 8417 | |
| M | 5645 | |
| 1 | 3025 | 8.9% |
| 2 | 2922 | 8.6% |
| F | 2762 | 8.2% |
| 3 | 2458 | 7.3% |
| O | 143 | 0.4% |
| C | 10 | < 0.1% |
| 7 | 8 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
r_days_from_arrest
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 201 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 11957 |
| Missing (%) | 65.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.961629 |
| Minimum | -1 |
|---|---|
| Maximum | 993 |
| Zeros | 4620 |
| Zeros (%) | 25.2% |
| Negative | 12 |
| Negative (%) | 0.1% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 136 |
| Maximum | 993 |
| Range | 994 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 74.139695 |
|---|---|
| Coefficient of variation (CV) | 3.7141104 |
| Kurtosis | 51.660047 |
| Mean | 19.961629 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.2640975 |
| Sum | 126936 |
| Variance | 5496.6943 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4620 | 25.2% |
| 1 | 769 | 4.2% |
| 78 | 20 | 0.1% |
| 51 | 20 | 0.1% |
| 59 | 17 | 0.1% |
| 36 | 17 | 0.1% |
| 21 | 16 | 0.1% |
| 77 | 16 | 0.1% |
| 39 | 14 | 0.1% |
| 18 | 14 | 0.1% |
| Other values (191) | 836 | 4.6% |
| (Missing) | 11957 |
| Value | Count | Frequency (%) |
| -1 | 12 | 0.1% |
| 0 | 4620 | |
| 1 | 769 | 4.2% |
| 2 | 3 | < 0.1% |
| 3 | 11 | 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 13 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 993 | 3 | |
| 862 | 2 | < 0.1% |
| 825 | 3 | |
| 786 | 5 | |
| 758 | 2 | < 0.1% |
| 721 | 2 | < 0.1% |
| 614 | 3 | |
| 596 | 2 | < 0.1% |
| 554 | 3 | |
| 523 | 3 |
r_offense_date
Date
MISSING 
| Distinct | 1075 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 9899 |
| Missing (%) | 54.0% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-03 00:00:00 |
|---|---|
| Maximum | 2016-12-03 00:00:00 |
r_charge_desc
Text
MISSING 
| Distinct | 341 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 10039 |
| Missing (%) | 54.8% |
| Memory size | 143.2 KiB |
Length
| Max length | 52 |
|---|---|
| Median length | 38 |
| Mean length | 25.374653 |
| Min length | 6 |
Characters and Unicode
| Total characters | 210026 |
|---|---|
| Distinct characters | 72 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 56 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | Felony Battery (Dom Strang) |
|---|---|
| 2nd row | Driving Under The Influence |
| 3rd row | Driving Under The Influence |
| 4th row | Driving Under The Influence |
| 5th row | Driving Under The Influence |
| Value | Count | Frequency (%) |
| theft | 1227 | 4.2% |
| license | 1051 | 3.6% |
| w/o | 991 | 3.4% |
| of | 828 | 2.8% |
| possess | 821 | 2.8% |
| driving | 759 | 2.6% |
| possession | 731 | 2.5% |
| petit | 701 | 2.4% |
| or | 682 | 2.3% |
| violence | 655 | 2.2% |
| Other values (583) | 20943 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 22059 | 10.5% |
| 21127 | 10.1% | |
| s | 17802 | 8.5% |
| i | 13506 | 6.4% |
| n | 12990 | 6.2% |
| t | 11406 | 5.4% |
| r | 11348 | 5.4% |
| a | 9331 | 4.4% |
| o | 8861 | 4.2% |
| c | 6149 | 2.9% |
| Other values (62) | 75447 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 149238 | |
| Uppercase Letter | 30209 | 14.4% |
| Space Separator | 21127 | 10.1% |
| Decimal Number | 4226 | 2.0% |
| Other Punctuation | 4153 | 2.0% |
| Currency Symbol | 499 | 0.2% |
| Dash Punctuation | 221 | 0.1% |
| Math Symbol | 149 | 0.1% |
| Open Punctuation | 102 | < 0.1% |
| Close Punctuation | 102 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 22059 | |
| s | 17802 | |
| i | 13506 | |
| n | 12990 | |
| t | 11406 | 7.6% |
| r | 11348 | 7.6% |
| a | 9331 | 6.3% |
| o | 8861 | 5.9% |
| c | 6149 | 4.1% |
| l | 5063 | 3.4% |
| Other values (16) | 30723 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 3862 | |
| P | 3594 | |
| D | 2810 | |
| L | 2706 | |
| T | 2292 | 7.6% |
| C | 2146 | 7.1% |
| S | 2013 | 6.7% |
| V | 1676 | 5.5% |
| W | 1648 | 5.5% |
| G | 1161 | 3.8% |
| Other values (14) | 6301 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1794 | |
| 2 | 855 | |
| 1 | 713 | 16.9% |
| 3 | 647 | 15.3% |
| 6 | 63 | 1.5% |
| 4 | 57 | 1.3% |
| 5 | 52 | 1.2% |
| 9 | 22 | 0.5% |
| 8 | 21 | 0.5% |
| 7 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4089 | |
| , | 56 | 1.3% |
| " | 4 | 0.1% |
| . | 4 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 61 | |
| > | 58 | |
| + | 30 |
Space Separator
| Value | Count | Frequency (%) |
| 21127 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 499 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 221 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 102 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 179447 | |
| Common | 30579 | 14.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 22059 | 12.3% |
| s | 17802 | 9.9% |
| i | 13506 | 7.5% |
| n | 12990 | 7.2% |
| t | 11406 | 6.4% |
| r | 11348 | 6.3% |
| a | 9331 | 5.2% |
| o | 8861 | 4.9% |
| c | 6149 | 3.4% |
| l | 5063 | 2.8% |
| Other values (40) | 60932 |
Common
| Value | Count | Frequency (%) |
| 21127 | ||
| / | 4089 | 13.4% |
| 0 | 1794 | 5.9% |
| 2 | 855 | 2.8% |
| 1 | 713 | 2.3% |
| 3 | 647 | 2.1% |
| $ | 499 | 1.6% |
| - | 221 | 0.7% |
| ( | 102 | 0.3% |
| ) | 102 | 0.3% |
| Other values (12) | 430 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 210026 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 22059 | 10.5% |
| 21127 | 10.1% | |
| s | 17802 | 8.5% |
| i | 13506 | 6.4% |
| n | 12990 | 6.2% |
| t | 11406 | 5.4% |
| r | 11348 | 5.4% |
| a | 9331 | 4.4% |
| o | 8861 | 4.2% |
| c | 6149 | 2.9% |
| Other values (62) | 75447 |
r_jail_in
Date
MISSING 
| Distinct | 972 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 11957 |
| Missing (%) | 65.3% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-03 00:00:00 |
|---|---|
| Maximum | 2016-12-02 00:00:00 |
violent_recid
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 18316 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 143.2 KiB |
is_violent_recid
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| 0 | |
|---|---|
| 1 | 1339 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18316 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18316 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18316 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16977 | |
| 1 | 1339 | 7.3% |
vr_charge_degree
Categorical
MISSING 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 16977 |
| Missing (%) | 92.7% |
| Memory size | 143.2 KiB |
| (M1) | |
|---|---|
| (F3) | |
| (F2) | |
| (F1) | |
| (M2) | 40 |
| Other values (4) | 34 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.004481 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5362 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | (F3) |
|---|---|
| 2nd row | (F2) |
| 3rd row | (F1) |
| 4th row | (F3) |
| 5th row | (F3) |
Common Values
| Value | Count | Frequency (%) |
| (M1) | 550 | 3.0% |
| (F3) | 374 | 2.0% |
| (F2) | 276 | 1.5% |
| (F1) | 65 | 0.4% |
| (M2) | 40 | 0.2% |
| (F7) | 23 | 0.1% |
| (MO3) | 6 | < 0.1% |
| (F6) | 4 | < 0.1% |
| (F5) | 1 | < 0.1% |
| (Missing) | 16977 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m1 | 550 | |
| f3 | 374 | |
| f2 | 276 | |
| f1 | 65 | 4.9% |
| m2 | 40 | 3.0% |
| f7 | 23 | 1.7% |
| mo3 | 6 | 0.4% |
| f6 | 4 | 0.3% |
| f5 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| ( | 1339 | |
| ) | 1339 | |
| F | 743 | |
| 1 | 615 | |
| M | 596 | |
| 3 | 380 | 7.1% |
| 2 | 316 | 5.9% |
| 7 | 23 | 0.4% |
| O | 6 | 0.1% |
| 6 | 4 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1345 | |
| Open Punctuation | 1339 | |
| Close Punctuation | 1339 | |
| Decimal Number | 1339 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 615 | |
| 3 | 380 | |
| 2 | 316 | |
| 7 | 23 | 1.7% |
| 6 | 4 | 0.3% |
| 5 | 1 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 743 | |
| M | 596 | |
| O | 6 | 0.4% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1339 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1339 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4017 | |
| Latin | 1345 | 25.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| ( | 1339 | |
| ) | 1339 | |
| 1 | 615 | |
| 3 | 380 | 9.5% |
| 2 | 316 | 7.9% |
| 7 | 23 | 0.6% |
| 6 | 4 | 0.1% |
| 5 | 1 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| F | 743 | |
| M | 596 | |
| O | 6 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5362 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ( | 1339 | |
| ) | 1339 | |
| F | 743 | |
| 1 | 615 | |
| M | 596 | |
| 3 | 380 | 7.1% |
| 2 | 316 | 5.9% |
| 7 | 23 | 0.4% |
| O | 6 | 0.1% |
| 6 | 4 | 0.1% |
vr_offense_date
Date
MISSING 
| Distinct | 570 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 16977 |
| Missing (%) | 92.7% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-04 00:00:00 |
|---|---|
| Maximum | 2016-11-01 00:00:00 |
vr_charge_desc
Text
MISSING 
| Distinct | 83 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 16977 |
| Missing (%) | 92.7% |
| Memory size | 143.2 KiB |
Length
| Max length | 37 |
|---|---|
| Median length | 34 |
| Mean length | 18.159074 |
| Min length | 7 |
Characters and Unicode
| Total characters | 24315 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | Felony Battery (Dom Strang) |
|---|---|
| 2nd row | Aggrav Battery w/Deadly Weapon |
| 3rd row | Kidnapping (Facilitate Felony) |
| 4th row | Felony Battery |
| 5th row | Felony Battery |
| Value | Count | Frequency (%) |
| battery | 877 | |
| aggravated | 162 | 4.5% |
| assault | 150 | 4.2% |
| weapon | 137 | 3.8% |
| robbery | 128 | 3.6% |
| 123 | 3.4% | |
| felony | 114 | 3.2% |
| agg | 98 | 2.7% |
| officer | 82 | 2.3% |
| law | 82 | 2.3% |
| Other values (139) | 1617 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2534 | 10.4% |
| e | 2303 | 9.5% |
| a | 2261 | 9.3% |
| 2242 | 9.2% | |
| r | 2005 | 8.2% |
| y | 1244 | 5.1% |
| B | 969 | 4.0% |
| g | 961 | 4.0% |
| o | 927 | 3.8% |
| n | 913 | 3.8% |
| Other values (49) | 7956 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 17774 | |
| Uppercase Letter | 3564 | 14.7% |
| Space Separator | 2242 | 9.2% |
| Other Punctuation | 489 | 2.0% |
| Close Punctuation | 87 | 0.4% |
| Open Punctuation | 87 | 0.4% |
| Decimal Number | 55 | 0.2% |
| Dash Punctuation | 9 | < 0.1% |
| Math Symbol | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 2534 | |
| e | 2303 | |
| a | 2261 | |
| r | 2005 | |
| y | 1244 | 7.0% |
| g | 961 | 5.4% |
| o | 927 | 5.2% |
| n | 913 | 5.1% |
| l | 616 | 3.5% |
| d | 572 | 3.2% |
| Other values (14) | 3438 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 969 | |
| A | 559 | |
| W | 317 | 8.9% |
| D | 253 | 7.1% |
| F | 236 | 6.6% |
| S | 186 | 5.2% |
| E | 133 | 3.7% |
| R | 130 | 3.6% |
| P | 129 | 3.6% |
| O | 109 | 3.1% |
| Other values (12) | 543 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 5 | 14 | |
| 6 | 13 | |
| 2 | 11 | |
| 7 | 2 | 3.6% |
| 8 | 1 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 486 | |
| . | 3 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 2242 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 87 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 87 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 21338 | |
| Common | 2977 | 12.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 2534 | 11.9% |
| e | 2303 | 10.8% |
| a | 2261 | 10.6% |
| r | 2005 | 9.4% |
| y | 1244 | 5.8% |
| B | 969 | 4.5% |
| g | 961 | 4.5% |
| o | 927 | 4.3% |
| n | 913 | 4.3% |
| l | 616 | 2.9% |
| Other values (36) | 6605 |
Common
| Value | Count | Frequency (%) |
| 2242 | ||
| / | 486 | 16.3% |
| ) | 87 | 2.9% |
| ( | 87 | 2.9% |
| 1 | 14 | 0.5% |
| 5 | 14 | 0.5% |
| 6 | 13 | 0.4% |
| 2 | 11 | 0.4% |
| - | 9 | 0.3% |
| + | 8 | 0.3% |
| Other values (3) | 6 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24315 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 2534 | 10.4% |
| e | 2303 | 9.5% |
| a | 2261 | 9.3% |
| 2242 | 9.2% | |
| r | 2005 | 8.2% |
| y | 1244 | 5.1% |
| B | 969 | 4.0% |
| g | 961 | 4.0% |
| o | 927 | 3.8% |
| n | 913 | 3.8% |
| Other values (49) | 7956 |
type_of_assessment
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| Risk of Recidivism |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 329688 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Risk of Recidivism |
|---|---|
| 2nd row | Risk of Recidivism |
| 3rd row | Risk of Recidivism |
| 4th row | Risk of Recidivism |
| 5th row | Risk of Recidivism |
Common Values
| Value | Count | Frequency (%) |
| Risk of Recidivism | 18316 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| risk | 18316 | |
| of | 18316 | |
| recidivism | 18316 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 73264 | |
| R | 36632 | |
| s | 36632 | |
| 36632 | ||
| k | 18316 | 5.6% |
| o | 18316 | 5.6% |
| f | 18316 | 5.6% |
| e | 18316 | 5.6% |
| c | 18316 | 5.6% |
| d | 18316 | 5.6% |
| Other values (2) | 36632 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 256424 | |
| Uppercase Letter | 36632 | 11.1% |
| Space Separator | 36632 | 11.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 73264 | |
| s | 36632 | |
| k | 18316 | 7.1% |
| o | 18316 | 7.1% |
| f | 18316 | 7.1% |
| e | 18316 | 7.1% |
| c | 18316 | 7.1% |
| d | 18316 | 7.1% |
| v | 18316 | 7.1% |
| m | 18316 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 36632 |
Space Separator
| Value | Count | Frequency (%) |
| 36632 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 293056 | |
| Common | 36632 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 73264 | |
| R | 36632 | |
| s | 36632 | |
| k | 18316 | 6.2% |
| o | 18316 | 6.2% |
| f | 18316 | 6.2% |
| e | 18316 | 6.2% |
| c | 18316 | 6.2% |
| d | 18316 | 6.2% |
| v | 18316 | 6.2% |
Common
| Value | Count | Frequency (%) |
| 36632 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 329688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 73264 | |
| R | 36632 | |
| s | 36632 | |
| 36632 | ||
| k | 18316 | 5.6% |
| o | 18316 | 5.6% |
| f | 18316 | 5.6% |
| e | 18316 | 5.6% |
| c | 18316 | 5.6% |
| d | 18316 | 5.6% |
| Other values (2) | 36632 |
decile_score.1
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9970518 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23 |
| Negative (%) | 0.1% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.937569 |
|---|---|
| Coefficient of variation (CV) | 0.58786043 |
| Kurtosis | -1.2452923 |
| Mean | 4.9970518 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.15158307 |
| Sum | 91526 |
| Variance | 8.6293115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2923 | |
| 2 | 2031 | |
| 4 | 1830 | |
| 3 | 1813 | |
| 7 | 1720 | |
| 6 | 1713 | |
| 9 | 1670 | |
| 5 | 1649 | |
| 8 | 1614 | |
| 10 | 1330 |
| Value | Count | Frequency (%) |
| -1 | 23 | 0.1% |
| 1 | 2923 | |
| 2 | 2031 | |
| 3 | 1813 | |
| 4 | 1830 | |
| 5 | 1649 | |
| 6 | 1713 | |
| 7 | 1720 | |
| 8 | 1614 | |
| 9 | 1670 |
| Value | Count | Frequency (%) |
| 10 | 1330 | |
| 9 | 1670 | |
| 8 | 1614 | |
| 7 | 1720 | |
| 6 | 1713 | |
| 5 | 1649 | |
| 4 | 1830 | |
| 3 | 1813 | |
| 2 | 2031 | |
| 1 | 2923 |
score_text
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23 |
| Missing (%) | 0.1% |
| Memory size | 143.2 KiB |
| Low | |
|---|---|
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.0856612 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74739 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Medium |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 8597 | |
| Medium | 5082 | |
| High | 4614 | |
| (Missing) | 23 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 8597 | |
| medium | 5082 | |
| high | 4614 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9696 | |
| L | 8597 | |
| o | 8597 | |
| w | 8597 | |
| M | 5082 | |
| e | 5082 | |
| d | 5082 | |
| u | 5082 | |
| m | 5082 | |
| H | 4614 | |
| Other values (2) | 9228 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56446 | |
| Uppercase Letter | 18293 | 24.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9696 | |
| o | 8597 | |
| w | 8597 | |
| e | 5082 | |
| d | 5082 | |
| u | 5082 | |
| m | 5082 | |
| g | 4614 | |
| h | 4614 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 8597 | |
| M | 5082 | |
| H | 4614 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74739 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9696 | |
| L | 8597 | |
| o | 8597 | |
| w | 8597 | |
| M | 5082 | |
| e | 5082 | |
| d | 5082 | |
| u | 5082 | |
| m | 5082 | |
| H | 4614 | |
| Other values (2) | 9228 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74739 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9696 | |
| L | 8597 | |
| o | 8597 | |
| w | 8597 | |
| M | 5082 | |
| e | 5082 | |
| d | 5082 | |
| u | 5082 | |
| m | 5082 | |
| H | 4614 | |
| Other values (2) | 9228 |
screening_date
Date
| Distinct | 703 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| Minimum | 2013-01-01 00:00:00 |
|---|---|
| Maximum | 2014-12-31 00:00:00 |
v_type_of_assessment
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| Risk of Violence |
|---|
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 16 |
| Min length | 16 |
Characters and Unicode
| Total characters | 293056 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Risk of Violence |
|---|---|
| 2nd row | Risk of Violence |
| 3rd row | Risk of Violence |
| 4th row | Risk of Violence |
| 5th row | Risk of Violence |
Common Values
| Value | Count | Frequency (%) |
| Risk of Violence | 18316 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| risk | 18316 | |
| of | 18316 | |
| violence | 18316 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 36632 | |
| 36632 | ||
| o | 36632 | |
| e | 36632 | |
| R | 18316 | |
| s | 18316 | |
| k | 18316 | |
| f | 18316 | |
| V | 18316 | |
| l | 18316 | |
| Other values (2) | 36632 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 219792 | |
| Space Separator | 36632 | 12.5% |
| Uppercase Letter | 36632 | 12.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 36632 | |
| o | 36632 | |
| e | 36632 | |
| s | 18316 | |
| k | 18316 | |
| f | 18316 | |
| l | 18316 | |
| n | 18316 | |
| c | 18316 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 18316 | |
| V | 18316 |
Space Separator
| Value | Count | Frequency (%) |
| 36632 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 256424 | |
| Common | 36632 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 36632 | |
| o | 36632 | |
| e | 36632 | |
| R | 18316 | |
| s | 18316 | |
| k | 18316 | |
| f | 18316 | |
| V | 18316 | |
| l | 18316 | |
| n | 18316 |
Common
| Value | Count | Frequency (%) |
| 36632 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 293056 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 36632 | |
| 36632 | ||
| o | 36632 | |
| e | 36632 | |
| R | 18316 | |
| s | 18316 | |
| k | 18316 | |
| f | 18316 | |
| V | 18316 | |
| l | 18316 | |
| Other values (2) | 36632 |
v_decile_score
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0228216 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6 |
| Negative (%) | < 0.1% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6141894 |
|---|---|
| Coefficient of variation (CV) | 0.64983977 |
| Kurtosis | -0.7696677 |
| Mean | 4.0228216 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.55900485 |
| Sum | 73682 |
| Variance | 6.8339864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4118 | |
| 2 | 2536 | |
| 3 | 2467 | |
| 4 | 2026 | |
| 5 | 1864 | |
| 6 | 1615 | 8.8% |
| 7 | 1307 | 7.1% |
| 8 | 994 | 5.4% |
| 9 | 948 | 5.2% |
| 10 | 435 | 2.4% |
| Value | Count | Frequency (%) |
| -1 | 6 | < 0.1% |
| 1 | 4118 | |
| 2 | 2536 | |
| 3 | 2467 | |
| 4 | 2026 | |
| 5 | 1864 | |
| 6 | 1615 | 8.8% |
| 7 | 1307 | 7.1% |
| 8 | 994 | 5.4% |
| 9 | 948 | 5.2% |
| Value | Count | Frequency (%) |
| 10 | 435 | 2.4% |
| 9 | 948 | 5.2% |
| 8 | 994 | 5.4% |
| 7 | 1307 | 7.1% |
| 6 | 1615 | 8.8% |
| 5 | 1864 | |
| 4 | 2026 | |
| 3 | 2467 | |
| 2 | 2536 | |
| 1 | 4118 |
v_score_text
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Memory size | 143.2 KiB |
| Low | |
|---|---|
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.9139814 |
| Min length | 3 |
Characters and Unicode
| Total characters | 71665 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 11147 | |
| Medium | 4786 | |
| High | 2377 | 13.0% |
| (Missing) | 6 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 11147 | |
| medium | 4786 | |
| high | 2377 | 13.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 11147 | |
| o | 11147 | |
| w | 11147 | |
| i | 7163 | |
| M | 4786 | |
| e | 4786 | |
| d | 4786 | |
| u | 4786 | |
| m | 4786 | |
| H | 2377 | 3.3% |
| Other values (2) | 4754 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53355 | |
| Uppercase Letter | 18310 | 25.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 11147 | |
| w | 11147 | |
| i | 7163 | |
| e | 4786 | |
| d | 4786 | |
| u | 4786 | |
| m | 4786 | |
| g | 2377 | 4.5% |
| h | 2377 | 4.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 11147 | |
| M | 4786 | |
| H | 2377 | 13.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71665 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 11147 | |
| o | 11147 | |
| w | 11147 | |
| i | 7163 | |
| M | 4786 | |
| e | 4786 | |
| d | 4786 | |
| u | 4786 | |
| m | 4786 | |
| H | 2377 | 3.3% |
| Other values (2) | 4754 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71665 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| L | 11147 | |
| o | 11147 | |
| w | 11147 | |
| i | 7163 | |
| M | 4786 | |
| e | 4786 | |
| d | 4786 | |
| u | 4786 | |
| m | 4786 | |
| H | 2377 | 3.3% |
| Other values (2) | 4754 |
priors_count.1
Real number (ℝ)
ZEROS 
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9131907 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 5175 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 143.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 15 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 5.2998641 |
|---|---|
| Coefficient of variation (CV) | 1.3543588 |
| Kurtosis | 5.9470361 |
| Mean | 3.9131907 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.2097383 |
| Sum | 71674 |
| Variance | 28.08856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5175 | |
| 1 | 3212 | |
| 2 | 2079 | |
| 3 | 1446 | 7.9% |
| 4 | 1014 | 5.5% |
| 5 | 897 | 4.9% |
| 6 | 654 | 3.6% |
| 7 | 607 | 3.3% |
| 8 | 509 | 2.8% |
| 9 | 456 | 2.5% |
| Other values (29) | 2267 |
| Value | Count | Frequency (%) |
| 0 | 5175 | |
| 1 | 3212 | |
| 2 | 2079 | |
| 3 | 1446 | 7.9% |
| 4 | 1014 | 5.5% |
| 5 | 897 | 4.9% |
| 6 | 654 | 3.6% |
| 7 | 607 | 3.3% |
| 8 | 509 | 2.8% |
| 9 | 456 | 2.5% |
| Value | Count | Frequency (%) |
| 43 | 2 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 6 | < 0.1% |
| 37 | 1 | < 0.1% |
| 36 | 5 | < 0.1% |
| 35 | 3 | < 0.1% |
| 33 | 11 | |
| 31 | 14 | |
| 30 | 10 | |
| 29 | 20 |
event
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 143.2 KiB |
| 0 | |
|---|---|
| 1 | 819 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18316 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18316 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18316 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17497 | |
| 1 | 819 | 4.5% |
| id | name | first | last | sex | dob | age | age_cat | race | juv_fel_count | decile_score | juv_misd_count | juv_other_count | priors_count | days_b_screening_arrest | c_jail_in | c_jail_out | c_days_from_compas | c_charge_degree | c_charge_desc | is_recid | r_charge_degree | r_days_from_arrest | r_offense_date | r_charge_desc | r_jail_in | violent_recid | is_violent_recid | vr_charge_degree | vr_offense_date | vr_charge_desc | type_of_assessment | decile_score.1 | score_text | screening_date | v_type_of_assessment | v_decile_score | v_score_text | priors_count.1 | event | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | miguel hernandez | miguel | hernandez | Male | 18/04/1947 | 69 | Greater than 45 | Other | 0 | 1 | 0 | 0 | 0 | -1.0 | 13/08/2013 6:03 | 14/08/2013 5:41 | 1.0 | (F3) | Aggravated Assault w/Firearm | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 1 | Low | 14/08/2013 | Risk of Violence | 1 | Low | 0 | 0 |
| 1 | 2.0 | miguel hernandez | miguel | hernandez | Male | 18/04/1947 | 69 | Greater than 45 | Other | 0 | 1 | 0 | 0 | 0 | -1.0 | 13/08/2013 6:03 | 14/08/2013 5:41 | 1.0 | (F3) | Aggravated Assault w/Firearm | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 1 | Low | 14/08/2013 | Risk of Violence | 1 | Low | 0 | 0 |
| 2 | 3.0 | michael ryan | michael | ryan | Male | 06/02/1985 | 31 | 25 - 45 | Caucasian | 0 | 5 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | -1 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 5 | Medium | 31/12/2014 | Risk of Violence | 2 | Low | 0 | 0 |
| 3 | 4.0 | kevon dixon | kevon | dixon | Male | 22/01/1982 | 34 | 25 - 45 | African-American | 0 | 3 | 0 | 0 | 0 | -1.0 | 26/01/2013 3:45 | 05/02/2013 5:36 | 1.0 | (F3) | Felony Battery w/Prior Convict | 1 | (F3) | NaN | 05/07/2013 | Felony Battery (Dom Strang) | NaN | NaN | 1 | (F3) | 05/07/2013 | Felony Battery (Dom Strang) | Risk of Recidivism | 3 | Low | 27/01/2013 | Risk of Violence | 1 | Low | 0 | 1 |
| 4 | 5.0 | ed philo | ed | philo | Male | 14/05/1991 | 24 | Less than 25 | African-American | 0 | 4 | 0 | 1 | 4 | -1.0 | 13/04/2013 4:58 | 14/04/2013 7:02 | 1.0 | (F3) | Possession of Cocaine | 1 | (M1) | 0.0 | 16/06/2013 | Driving Under The Influence | 16/06/2013 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 14/04/2013 | Risk of Violence | 3 | Low | 4 | 0 |
| 5 | 6.0 | ed philo | ed | philo | Male | 14/05/1991 | 24 | Less than 25 | African-American | 0 | 4 | 0 | 1 | 4 | -1.0 | 13/04/2013 4:58 | 14/04/2013 7:02 | 1.0 | (F3) | Possession of Cocaine | 1 | (M1) | 0.0 | 16/06/2013 | Driving Under The Influence | 16/06/2013 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 14/04/2013 | Risk of Violence | 3 | Low | 4 | 0 |
| 6 | 7.0 | ed philo | ed | philo | Male | 14/05/1991 | 24 | Less than 25 | African-American | 0 | 4 | 0 | 1 | 4 | -1.0 | 13/04/2013 4:58 | 14/04/2013 7:02 | 1.0 | (F3) | Possession of Cocaine | 1 | (M1) | 0.0 | 16/06/2013 | Driving Under The Influence | 16/06/2013 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 14/04/2013 | Risk of Violence | 3 | Low | 4 | 0 |
| 7 | 8.0 | ed philo | ed | philo | Male | 14/05/1991 | 24 | Less than 25 | African-American | 0 | 4 | 0 | 1 | 4 | -1.0 | 13/04/2013 4:58 | 14/04/2013 7:02 | 1.0 | (F3) | Possession of Cocaine | 1 | (M1) | 0.0 | 16/06/2013 | Driving Under The Influence | 16/06/2013 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 14/04/2013 | Risk of Violence | 3 | Low | 4 | 0 |
| 8 | 9.0 | ed philo | ed | philo | Male | 14/05/1991 | 24 | Less than 25 | African-American | 0 | 4 | 0 | 1 | 4 | -1.0 | 13/04/2013 4:58 | 14/04/2013 7:02 | 1.0 | (F3) | Possession of Cocaine | 1 | (M1) | 0.0 | 16/06/2013 | Driving Under The Influence | 16/06/2013 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 14/04/2013 | Risk of Violence | 3 | Low | 4 | 0 |
| 9 | 10.0 | marcu brown | marcu | brown | Male | 21/01/1993 | 23 | Less than 25 | African-American | 0 | 8 | 1 | 0 | 1 | NaN | NaN | NaN | 1.0 | (F3) | Possession of Cannabis | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 8 | High | 13/01/2013 | Risk of Violence | 6 | Medium | 1 | 0 |
| id | name | first | last | sex | dob | age | age_cat | race | juv_fel_count | decile_score | juv_misd_count | juv_other_count | priors_count | days_b_screening_arrest | c_jail_in | c_jail_out | c_days_from_compas | c_charge_degree | c_charge_desc | is_recid | r_charge_degree | r_days_from_arrest | r_offense_date | r_charge_desc | r_jail_in | violent_recid | is_violent_recid | vr_charge_degree | vr_offense_date | vr_charge_desc | type_of_assessment | decile_score.1 | score_text | screening_date | v_type_of_assessment | v_decile_score | v_score_text | priors_count.1 | event | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18306 | NaN | raheem smith | raheem | smith | Male | 28/06/1995 | 20 | Less than 25 | African-American | 0 | 9 | 0 | 0 | 0 | -1.0 | 19/10/2013 11:17 | 20/10/2013 8:13 | 1.0 | (F3) | Possession of Cocaine | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 9 | High | 20/10/2013 | Risk of Violence | 9 | High | 0 | 0 |
| 18307 | NaN | raheem smith | raheem | smith | Male | 28/06/1995 | 20 | Less than 25 | African-American | 0 | 9 | 0 | 0 | 0 | -1.0 | 19/10/2013 11:17 | 20/10/2013 8:13 | 1.0 | (F3) | Possession of Cocaine | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 9 | High | 20/10/2013 | Risk of Violence | 9 | High | 0 | 0 |
| 18308 | NaN | raheem smith | raheem | smith | Male | 28/06/1995 | 20 | Less than 25 | African-American | 0 | 9 | 0 | 0 | 0 | -1.0 | 19/10/2013 11:17 | 20/10/2013 8:13 | 1.0 | (F3) | Possession of Cocaine | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 9 | High | 20/10/2013 | Risk of Violence | 9 | High | 0 | 0 |
| 18309 | NaN | steven butler | steven | butler | Male | 17/07/1992 | 23 | Less than 25 | African-American | 0 | 7 | 0 | 0 | 0 | -1.0 | 22/11/2013 5:18 | 24/11/2013 2:59 | 1.0 | (F3) | Deliver Cannabis | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 7 | Medium | 23/11/2013 | Risk of Violence | 5 | Medium | 0 | 0 |
| 18310 | NaN | malcolm simmons | malcolm | simmons | Male | 25/03/1993 | 23 | Less than 25 | African-American | 0 | 3 | 0 | 0 | 0 | -1.0 | 31/01/2014 7:13 | 02/02/2014 4:03 | 1.0 | (F3) | Leaving the Scene of Accident | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 3 | Low | 01/02/2014 | Risk of Violence | 5 | Medium | 0 | 0 |
| 18311 | NaN | alexsandra beauchamps | alexsandra | beauchamps | Female | 21/12/1984 | 31 | 25 - 45 | African-American | 0 | 6 | 0 | 0 | 5 | -1.0 | 28/12/2014 10:14 | 07/01/2015 11:42 | 1.0 | (M1) | Battery | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 6 | Medium | 29/12/2014 | Risk of Violence | 4 | Low | 5 | 0 |
| 18312 | NaN | winston gregory | winston | gregory | Male | 01/10/1958 | 57 | Greater than 45 | Other | 0 | 1 | 0 | 0 | 0 | -1.0 | 13/01/2014 5:48 | 14/01/2014 7:49 | 1.0 | (F2) | Aggravated Battery / Pregnant | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 1 | Low | 14/01/2014 | Risk of Violence | 1 | Low | 0 | 0 |
| 18313 | NaN | farrah jean | farrah | jean | Female | 17/11/1982 | 33 | 25 - 45 | African-American | 0 | 2 | 0 | 0 | 3 | -1.0 | 08/03/2014 8:06 | 09/03/2014 12:18 | 1.0 | (M1) | Battery on Law Enforc Officer | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 2 | Low | 09/03/2014 | Risk of Violence | 2 | Low | 3 | 0 |
| 18314 | NaN | florencia sanmartin | florencia | sanmartin | Female | 18/12/1992 | 23 | Less than 25 | Hispanic | 0 | 4 | 0 | 0 | 2 | -2.0 | 28/06/2014 12:16 | 30/06/2014 11:19 | 2.0 | (F3) | Possession of Ethylone | 1 | (M2) | 0.0 | 15/03/2015 | Operating W/O Valid License | 15/03/2015 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 30/06/2014 | Risk of Violence | 4 | Low | 2 | 0 |
| 18315 | NaN | florencia sanmartin | florencia | sanmartin | Female | 18/12/1992 | 23 | Less than 25 | Hispanic | 0 | 4 | 0 | 0 | 2 | -2.0 | 28/06/2014 12:16 | 30/06/2014 11:19 | 2.0 | (F3) | Possession of Ethylone | 1 | (M2) | 0.0 | 15/03/2015 | Operating W/O Valid License | 15/03/2015 | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 30/06/2014 | Risk of Violence | 4 | Low | 2 | 0 |
Most frequently occurring
| id | name | first | last | sex | dob | age | age_cat | race | juv_fel_count | decile_score | juv_misd_count | juv_other_count | priors_count | days_b_screening_arrest | c_jail_in | c_jail_out | c_days_from_compas | c_charge_degree | c_charge_desc | is_recid | r_charge_degree | r_days_from_arrest | r_offense_date | r_charge_desc | r_jail_in | is_violent_recid | vr_charge_degree | vr_offense_date | vr_charge_desc | type_of_assessment | decile_score.1 | score_text | screening_date | v_type_of_assessment | v_decile_score | v_score_text | priors_count.1 | event | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 161 | NaN | brandon ross | brandon | ross | Male | 17/02/1985 | 31 | 25 - 45 | Caucasian | 0 | 3 | 0 | 0 | 1 | -1.0 | 04/02/2013 7:24 | 15/03/2013 8:19 | 1.0 | (F3) | Possession of Cocaine | 1 | (M2) | 0.0 | 14/04/2013 | Obstuct By Solicitation | 14/04/2013 | 0 | NaN | NaN | NaN | Risk of Recidivism | 3 | Low | 05/02/2013 | Risk of Violence | 2 | Low | 1 | 0 | 13 |
| 1481 | NaN | valerie agostino | valerie | agostino | Female | 21/11/1991 | 24 | Less than 25 | Caucasian | 0 | 10 | 0 | 0 | 9 | -1.0 | 09/04/2013 9:14 | 18/04/2013 6:22 | 1.0 | (M1) | Possess Drug Paraphernalia | 1 | (M1) | 0.0 | 21/04/2013 | Possess Drug Paraphernalia | 21/04/2013 | 0 | NaN | NaN | NaN | Risk of Recidivism | 10 | High | 10/04/2013 | Risk of Violence | 8 | High | 9 | 0 | 13 |
| 852 | NaN | kimani ogarro | kimani | ogarro | Male | 08/05/1993 | 22 | Less than 25 | African-American | 0 | 3 | 0 | 0 | 0 | -1.0 | 11/02/2013 6:17 | 12/02/2013 8:09 | 1.0 | (F3) | Grand Theft in the 3rd Degree | 1 | (M1) | NaN | 17/06/2013 | Trespass Other Struct/Convey | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 3 | Low | 12/02/2013 | Risk of Violence | 5 | Medium | 0 | 0 | 11 |
| 112 | NaN | ashley rivera | ashley | rivera | Female | 31/08/1991 | 24 | Less than 25 | Caucasian | 0 | 8 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | -1 | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 8 | High | 01/05/2013 | Risk of Violence | 5 | Medium | 0 | 0 | 9 |
| 292 | NaN | daniel diaz | daniel | diaz | Male | 05/04/1966 | 50 | Greater than 45 | Hispanic | 0 | 9 | 0 | 0 | 3 | -1.0 | 19/01/2013 7:35 | 22/02/2013 6:46 | 1.0 | (F3) | Possession of Cocaine | 1 | (F3) | 0.0 | 03/05/2013 | Tampering With Physical Evidence | 03/05/2013 | 0 | NaN | NaN | NaN | Risk of Recidivism | 9 | High | 20/01/2013 | Risk of Violence | 4 | Low | 3 | 0 | 9 |
| 1080 | NaN | neville henry | neville | henry | Male | 02/11/1992 | 23 | Less than 25 | African-American | 0 | 9 | 0 | 1 | 5 | -1.0 | 06/03/2013 5:57 | 11/03/2013 5:35 | 1.0 | (F3) | Grand Theft in the 3rd Degree | 1 | (MO3) | 0.0 | 11/04/2013 | Retail Theft | 11/04/2013 | 1 | (M1) | 06/01/2015 | Battery | Risk of Recidivism | 9 | High | 07/03/2013 | Risk of Violence | 9 | High | 5 | 0 | 9 |
| 89 | NaN | anton bryant | anton | bryant | Male | 10/06/1983 | 32 | 25 - 45 | African-American | 0 | 9 | 0 | 0 | 13 | -1.0 | 24/02/2013 8:44 | 04/04/2013 4:04 | 1.0 | (M1) | Possess Cannabis/20 Grams Or Less | 1 | (M2) | NaN | 22/04/2013 | Susp Drivers Lic 1st Offense | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 9 | High | 25/02/2013 | Risk of Violence | 8 | High | 13 | 0 | 8 |
| 199 | NaN | carl toussaint | carl | toussaint | Male | 07/09/1983 | 32 | 25 - 45 | African-American | 0 | 4 | 0 | 0 | 5 | -1.0 | 17/01/2013 9:42 | 18/01/2013 10:00 | 1.0 | (M1) | arrest case no charge | 0 | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | Risk of Recidivism | 4 | Low | 18/01/2013 | Risk of Violence | 4 | Low | 5 | 0 | 8 |
| 241 | NaN | christian stubbs | christian | stubbs | Male | 15/01/1990 | 26 | 25 - 45 | African-American | 0 | 8 | 0 | 0 | 2 | -1.0 | 25/04/2013 11:49 | 26/04/2013 7:29 | 1.0 | (F3) | Possession of Cocaine | 1 | (M2) | 36.0 | 01/06/2013 | Driving License Suspended | 07/07/2013 | 0 | NaN | NaN | NaN | Risk of Recidivism | 8 | High | 26/04/2013 | Risk of Violence | 8 | High | 2 | 0 | 8 |
| 376 | NaN | deshawn isaac | deshawn | isaac | Male | 03/04/1996 | 20 | Less than 25 | African-American | 0 | 6 | 0 | 0 | 0 | -1.0 | 09/09/2014 5:51 | 11/09/2014 3:35 | 1.0 | (F3) | Pos Cannabis W/Intent Sel/Del | 1 | (M1) | 0.0 | 30/10/2014 | Trespass After Warning | 30/10/2014 | 0 | NaN | NaN | NaN | Risk of Recidivism | 6 | Medium | 10/09/2014 | Risk of Violence | 7 | Medium | 0 | 0 | 8 |